The evening was cool, and Sarah stood in her kitchen, humming as she prepared dinner. The gentle clinking of silverware against the countertop was a pleasant symphony. The oak tree that had constantly dripped sap onto her car now lay across Mr. Peterson's yard.

Her shoulders relaxed as she surveyed the neatness of her kitchen. Every appliance gleamed, reflecting the soft glow of the overhead light. She glanced out the window, a small, barely visible smile tugging at the corner of her lips. She could park in her driveway now.

She reached for the pot and began to stir, feeling a pleasant warmth creep up from her chest.

Emotion: satisfied

Cluster: Positive / Joy
PC1 (Valence): 3.20 Positive
PC2 (Disposition): -1.31

Role in Research

This story is one of 1,000 stories generated for the emotion satisfied. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 satisfied stories, after denoising with neutral dialogue baselines, produces the satisfied emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the satisfied vector is projected through the unembedding matrix.

Promoted:
la0.518
happy0.465
enjoy0.439
relaxed0.430
enjoys0.429
Suppressed:
S-0.515
C-0.511
😣-0.510
worse-0.477
😖-0.453